library(raster)
library(sf)
library(tmap) # for making the nice plot
library(osmdata)
library(OpenStreetMap)
library(tidyverse)
library(terra)
library(spDataLarge)
library(stars)
library(ggplot2)
library(dplyr)
library(tmaptools)
ontario_bbox <- c(left = -95.1537, right = -74.3202, bottom = 41.6766, top = 56.8566)
# Query OpenStreetMap for administrative boundaries of Toronto
ontario_border <- opq(bbox = ontario_bbox, timeout=120) |>
add_osm_feature(key = "boundary", value = "administrative") |>
add_osm_feature(key = "ISO3166-2", value = "CA-ON") |>
add_osm_feature(key = "admin_level", value = "4") |>
add_osm_feature(key = "type", value = "boundary") |>
add_osm_feature(key = "wikidata", value = "Q1904") |>
add_osm_feature(key = "name:en", value = "Ontario") |>
osmdata_sf() |>
(\(x) x$osm_multipolygons)() |>
select(osm_id,admin_level,border_type,name,boundary)
ontario_border = st_transform(ontario_border, crs = 4326)
ontario_basemap = read_osm(ontario_border, type = "esri-topo")
ontario_border = st_transform(ontario_border, st_crs(ontario_basemap))
ontario_cropped <- st_crop(ontario_basemap, ontario_border)
tm_shape(ontario_cropped) +
tm_rgb()


brampton_bbox <- c(left = -79.8587, right = -79.6633, bottom = 43.6319, top = 43.7559)
# Query OpenStreetMap for administrative boundaries of Toronto
brampton_border <- opq(bbox = brampton_bbox, timeout=120) |>
add_osm_feature(key = "boundary", value = "administrative") |>
add_osm_feature(key = "admin_level", value = "8") |>
add_osm_feature(key = "type", value = "boundary") |>
add_osm_feature(key = "wikidata", value = "Q44198") |>
add_osm_feature(key = "name", value = "Brampton") |>
osmdata_sf() |>
(\(x) x$osm_multipolygons)()
brampton_border = st_transform(brampton_border, crs = 4326)
brampton_basemap = read_osm(brampton_border, type = "esri-topo")
brampton_border = st_transform(brampton_border, st_crs(brampton_basemap))
brampton_cropped <- st_crop(brampton_basemap, brampton_border)
tm_shape(brampton_cropped) +
tm_rgb()




map_base <- tm_shape(brampton_cropped) +
tm_rgb() +
tm_layout(title = "Brampton Community Projects Base Layer")
print(map_base)
map_with_first <- map_base +
tm_shape(brampton_first) +
tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = TRUE, title = "2014-17 Projects")
print(map_with_first)
map_with_second <- map_with_first +
tm_shape(brampton_second) +
tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = TRUE, title = "2017-20 Projects")
print(map_with_second)
map_with_third <- map_with_second +
tm_shape(brampton_third) +
tm_dots(col = "green", size = 0.025, popup.vars = c("id", "name"), legend.show = TRUE, title = "2020-24 Projects") +
tm_layout(title = "Brampton Community Projects 2014-24",
legend.outside = TRUE,
legend.outside.position = "right", # Position the legend outside the plot to the right
legend.title.size = 1.2,
legend.text.size = 0.8,
legend.bg.color = "white",
legend.bg.alpha = 0.5)
print(map_with_third)





tmap_arrange(healthcare_brampton_first_plot, healthcare_brampton_second_plot, healthcare_brampton_third_plot, ncol = 3)
Error: The shape healthcare_brampton_second only contains empty units.

---
title: "R Notebook"
output: html_notebook
---

```{r}
library(raster)
library(sf)
library(tmap) # for making the nice plot
library(osmdata)
library(OpenStreetMap)
library(tidyverse)
library(terra)
library(spDataLarge)
library(stars)
library(ggplot2)
library(dplyr)
library(tmaptools)
```

```{r}
ontario_bbox <- c(left = -95.1537, right = -74.3202, bottom = 41.6766, top = 56.8566)

# Query OpenStreetMap for administrative boundaries of Toronto
ontario_border <- opq(bbox = ontario_bbox, timeout=120) |>
  add_osm_feature(key = "boundary", value = "administrative") |> 
  add_osm_feature(key = "ISO3166-2", value = "CA-ON") |>
  add_osm_feature(key = "admin_level", value = "4") |> 
  add_osm_feature(key = "type", value = "boundary") |> 
  add_osm_feature(key = "wikidata", value = "Q1904") |> 
  add_osm_feature(key = "name:en", value = "Ontario") |> 
  osmdata_sf() |>
  (\(x) x$osm_multipolygons)() |>
  select(osm_id,admin_level,border_type,name,boundary)

ontario_border = st_transform(ontario_border, crs = 4326)
ontario_basemap = read_osm(ontario_border, type = "esri-topo")


ontario_border = st_transform(ontario_border, st_crs(ontario_basemap))
ontario_cropped <- st_crop(ontario_basemap, ontario_border)


tm_shape(ontario_cropped) +
  tm_rgb()

```
```{r}

community <- read_sf('/Users/gunpreetsingh/Desktop/6500 Datasets/Comunity building data/community_data.shp')
recreation <- read_sf('/Users/gunpreetsingh/Desktop/6500 Datasets/recreation data/recreation.shp')

community_and_recreation <- rbind(community,recreation)
year_count <- table(community_and_recreation$Year)
print(year_count)

new_df <- community_and_recreation |>
  filter(Status == 'Complete')

year_count_new <- table(new_df$Year)
print(year_count_new)

cr_first <- new_df |>
  filter(Year>= 2014 & Year<=2017)

cr_second <- new_df |>
  filter(Year> 2017 & Year<=2020)

cr_third <- new_df |>
  filter(Year> 2020 & Year<=2024)

cr_first_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(cr_first) +
  tm_dots(col = "red", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_layout(title = "Ontario community projects 2014-17")


cr_second_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(cr_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(cr_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_layout(title = "Ontario community projects 2014-20")

cr_third_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(cr_first) +
  tm_dots(col = "red", size = 0.1,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(cr_second) +
  tm_dots(col = "blue", size = 0.05,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(cr_third) +
  tm_dots(col = "green", size = 0.025,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(title = "Ontario community projects 2014-24")

tmap_arrange(cr_first_plot, cr_second_plot, cr_third_plot, ncol = 3)
```

```{r}
brampton_bbox <- c(left = -79.8587, right = -79.6633, bottom = 43.6319, top = 43.7559)

# Query OpenStreetMap for administrative boundaries of Toronto
brampton_border <- opq(bbox = brampton_bbox, timeout=120) |>
  add_osm_feature(key = "boundary", value = "administrative") |> 
  add_osm_feature(key = "admin_level", value = "8") |> 
  add_osm_feature(key = "type", value = "boundary") |> 
  add_osm_feature(key = "wikidata", value = "Q44198") |> 
  add_osm_feature(key = "name", value = "Brampton") |> 
  osmdata_sf() |>
  (\(x) x$osm_multipolygons)() 

brampton_border = st_transform(brampton_border, crs = 4326)
brampton_basemap = read_osm(brampton_border, type = "esri-topo")


brampton_border = st_transform(brampton_border, st_crs(brampton_basemap))
brampton_cropped <- st_crop(brampton_basemap, brampton_border)

tm_shape(brampton_cropped) +
  tm_rgb()
```
```{r}
cr_first <- st_transform(cr_first,st_crs(brampton_border))
brampton_first <- cr_first[brampton_border,,op=st_within]

cr_second <- st_transform(cr_second,st_crs(brampton_border))
brampton_second <- cr_second[brampton_border,,op=st_within]

cr_third <- st_transform(cr_third,st_crs(brampton_border))
brampton_third <- cr_third[brampton_border,,op=st_within]

brampton_first_plot <-  tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_layout(
    title = "Brampton Community and Recreational Projects 2014-17",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.5,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )


brampton_second_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_layout(
    title = "Brampton Community and Recreational Projects 2014-20",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.5,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

brampton_third_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(brampton_third) +
  tm_dots(col = "green", size = 0.025, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(
    title = "Brampton Community and Recreational Projects 2014-24",
    legend.outside = FALSE ,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.5,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

tmap_arrange(brampton_first_plot, brampton_second_plot, brampton_third_plot, ncol = 3)
```

```{r,fig.align = "center", fig.height = 6}
tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(brampton_third) +
  tm_dots(col = "green", size = 0.03, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(
    title = "Brampton Community and Recreational Projects 2014-24",
    title.size = 4,
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 2,
    legend.text.size = 0.8,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )
```
```{r}
library(spatstat)

new_df <- st_transform(new_df,st_crs(brampton_border))
brampton_community_df <- new_df[brampton_border,,op=st_within]

# Check the CRS and transform if necessary
com_gdf <- st_transform(brampton_community_df, crs = 32617)  # UTM Zone 17N, adjust based on your location

# Calculate bounding box and create observation window
com_bbox <- st_bbox(com_gdf)
com_window <- owin(xrange = c(com_bbox["xmin"], com_bbox["xmax"]),yrange = c(com_bbox["ymin"], com_bbox["ymax"]))

# Convert the sf object to a point pattern (ppp) object
com_ppp <- as.ppp(st_coordinates(com_gdf), W = window)

# Calculate Kernel Density Estimation
com_kde_density <- density(com_ppp, sigma = 2000, at = "pixels")  # Sigma is the bandwidth, adjust as needed

# Convert KDE result to a raster object
com_kde_raster <- rast(com_kde_density)

# Set CRS for the raster
crs(com_kde_raster) <- "EPSG:32617"

# Plot the KDE using tmap
tm_shape(com_kde_raster*1000000) +
  tm_raster(palette = c("blue", "green", "yellow", "red"),
            title = "KDE of Community and Recreational Buildings") +
  tm_shape(com_gdf) +
  tm_dots(size = 0.1, col = "black", title = "Community and Recreational Buildings Locations") +
  tm_layout(legend.outside = TRUE)
```

```{r}

map_base <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_layout(title = "Brampton Community Projects Base Layer")

print(map_base)


map_with_first <- map_base +
  tm_shape(brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = TRUE, title = "2014-17 Projects")


print(map_with_first)


map_with_second <- map_with_first +
  tm_shape(brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = TRUE, title = "2017-20 Projects")

print(map_with_second)

map_with_third <- map_with_second +
  tm_shape(brampton_third) +
  tm_dots(col = "green", size = 0.025, popup.vars = c("id", "name"), legend.show = TRUE, title = "2020-24 Projects") +
  tm_layout(title = "Brampton Community Projects 2014-24",
            legend.outside = TRUE, 
            legend.outside.position = "right",  # Position the legend outside the plot to the right
            legend.title.size = 1.2,  
            legend.text.size = 0.8,  
            legend.bg.color = "white",  
            legend.bg.alpha = 0.5)


print(map_with_third)
```

```{r}

childcare <- read_sf('/Users/gunpreetsingh/Desktop/6500 Datasets/child-care data/childcare.shp')
education <- read_sf('/Users/gunpreetsingh/Desktop/6500 Datasets/education data/education.shp')

edu <- rbind(childcare,education)
edu_year_count <- table(edu$Year)
print(edu_year_count)

edu_new_df <- edu |>
  filter(Status == 'Complete')

edu_year_count_new <- table(edu_new_df$Year)
print(edu_year_count_new)

edu_first <- edu_new_df |>
  filter(Year>= 2012 & Year<=2017)

edu_second <- edu_new_df |>
  filter(Year> 2017 & Year<=2020)

edu_third <- edu_new_df |>
  filter(Year> 2020 & Year<=2025)

edu_first_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(edu_first) +
  tm_dots(col = "red", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_layout(title = "Ontario Education and Childcare Projects 2014-17")


edu_second_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(edu_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(edu_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_layout(title = "Ontario Education and Childcare Projects 2014-20")

edu_third_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(edu_first) +
  tm_dots(col = "red", size = 0.1,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(edu_second) +
  tm_dots(col = "blue", size = 0.05,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(edu_third) +
  tm_dots(col = "green", size = 0.025,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(title = "Ontario Education and Childcare Projects 2014-24")

tmap_arrange(edu_first_plot, edu_second_plot, edu_third_plot, ncol = 3)

```

```{r}
edu_first <- st_transform(edu_first,st_crs(brampton_border))
edu_brampton_first <- edu_first[brampton_border,,op=st_within]

edu_second <- st_transform(edu_second,st_crs(brampton_border))
edu_brampton_second <- edu_second[brampton_border,,op=st_within]

edu_third <- st_transform(edu_third,st_crs(brampton_border))
edu_brampton_third <- edu_third[brampton_border,,op=st_within]

edu_brampton_first_plot <-  tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(edu_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_layout(
    title = "Brampton Education and Childcare Projects 2014-17",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 3,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )


edu_brampton_second_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(edu_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(edu_brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_layout(
    title = "Brampton Education and Childcare Projects 2014-20",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 3,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

edu_brampton_third_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(edu_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(edu_brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(edu_brampton_third) +
  tm_dots(col = "green", size = 0.025, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(
    title = "Brampton Education and Childcare Projects 2014-24",
    title.size = 3,
    legend.outside = ,
    legend.outside.position = "right",
    legend.title.size = 1.5,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

tmap_arrange(edu_brampton_first_plot, edu_brampton_second_plot, edu_brampton_third_plot, ncol = 3)
```

```{r,fig.align = "center", fig.height = 6}
tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(edu_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(edu_brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(edu_brampton_third) +
  tm_dots(col = "green", size = 0.03, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.5) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.5) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.5) +
  tm_layout(
    title = "Brampton Education and Childcare Projects 2014-24",
    title.size = 4,
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 3,
    legend.text.size = 0.8,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )
```



```{r}

library(spatstat)
new_edu_df <- st_transform(edu_new_df,st_crs(brampton_border))
brampton_edu_df <- new_edu_df[brampton_border,,op=st_within]

# Check the CRS and transform if necessary
edu_gdf <- st_transform(brampton_edu_df, crs = 32617)  # UTM Zone 17N, adjust based on your location

# Calculate bounding box and create observation window
edu_bbox <- st_bbox(edu_gdf)
window <- owin(xrange = c(edu_bbox["xmin"], edu_bbox["xmax"]),
               yrange = c(edu_bbox["ymin"], edu_bbox["ymax"]))

# Convert the sf object to a point pattern (ppp) object
edu_ppp <- as.ppp(st_coordinates(edu_gdf), W = window)

# Calculate Kernel Density Estimation
kde_density <- density(edu_ppp, sigma = 1000, at = "pixels")  # Sigma is the bandwidth, adjust as needed

# Convert KDE result to a raster object
kde_raster <- rast(kde_density)

# Set CRS for the raster
crs(kde_raster) <- "EPSG:32617"

# Plot the KDE using tmap
tm_shape(kde_raster*1000000) +
  tm_raster(palette = c("blue", "green", "yellow", "red"),
            title = "KDE of Education and Childcare Centers") +
  tm_shape(edu_gdf) +
  tm_dots(size = 0.1, col = "black", title = "Education Locations") +
  tm_layout(legend.outside = TRUE)
```


```{r}
healthcare <- read_sf('/Users/gunpreetsingh/Desktop/6500 Datasets/healthcare data/healthcare.shp')

healthcare_year_count <- table(healthcare$Year)
print(healthcare_year_count)

healthcare_new_df <- healthcare |>
  filter(Status == 'Complete')

healthcare_year_count_new <- table(healthcare_new_df$Year)
print(healthcare_year_count_new)

healthcare_first <- healthcare_new_df |>
  filter(Year>= 2012 & Year<=2017)

healthcare_second <- healthcare_new_df |>
  filter(Year> 2017 & Year<=2020)

healthcare_third <- healthcare_new_df |>
  filter(Year> 2020 & Year<=2025)

healthcare_first_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(healthcare_first) +
  tm_dots(col = "red", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.6) +
  tm_layout(title = "Ontario Healthcare Projects 2014-17")


healthcare_second_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(healthcare_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(healthcare_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.6) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.6) +
  tm_layout(title = "Ontario Healthcare Projects 2014-20")

healthcare_third_plot <- tm_shape(ontario_cropped) +
  tm_rgb()+
  tm_shape(healthcare_first) +
  tm_dots(col = "red", size = 0.1,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(healthcare_second) +
  tm_dots(col = "blue", size = 0.05,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE) +
  tm_shape(healthcare_third) +
  tm_dots(col = "green", size = 0.025,alpha=0.5, popup.vars = c("id", "name"),legend.show = FALSE)+
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.6) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.6) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.6) +
  tm_layout(title = "Ontario Healthcare Projects 2014-24")

tmap_arrange(healthcare_first_plot, healthcare_second_plot, healthcare_third_plot, ncol = 3)
```


```{r}
healthcare_first <- st_transform(healthcare_first,st_crs(brampton_border))
healthcare_brampton_first <- healthcare_first[brampton_border,,op=st_within]

healthcare_second <- st_transform(healthcare_second,st_crs(brampton_border))
healthcare_brampton_second <- healthcare_second[brampton_border,,op=st_within]

healthcare_third <- st_transform(healthcare_third,st_crs(brampton_border))
healthcare_brampton_third <- healthcare_third[brampton_border,,op=st_within]

healthcare_brampton_first_plot <-  tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(healthcare_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.8) +
  tm_layout(
    title = "Brampton Healthcare 2014-17",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )


healthcare_brampton_second_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(healthcare_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(healthcare_brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.8) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.8) +
  tm_layout(
    title = "Brampton Healthcare Projects 2014-20",
    legend.outside = FALSE,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

healthcare_brampton_third_plot <- tm_shape(brampton_cropped) +
  tm_rgb() +
  tm_shape(healthcare_brampton_first) +
  tm_dots(col = "red", size = 0.1, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(healthcare_brampton_second) +
  tm_dots(col = "blue", size = 0.05, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_shape(healthcare_brampton_third) +
  tm_dots(col = "green", size = 0.025, popup.vars = c("id", "name"), legend.show = FALSE) +
  tm_add_legend(type = "symbol", col = "red", labels = "2014-17", size = 0.8) +
  tm_add_legend(type = "symbol", col = "blue", labels = "2017-20", size = 0.8) +
  tm_add_legend(type = "symbol", col = "green", labels = "2020-24", size = 0.8) +
  tm_layout(
    title = "Brampton Healthcare Projects 2014-24",
    legend.outside = ,
    legend.outside.position = "right",
    legend.title.size = 1.2,
    legend.text.size = 0.75,
    legend.bg.color = "white",
    legend.bg.alpha = 0.5
  )

tmap_arrange(healthcare_brampton_first_plot, healthcare_brampton_second_plot, healthcare_brampton_third_plot, ncol = 3)
```